Nettet26. sep. 2024 · Moving on from a very important unsupervised learning technique that I have discussed last week, today we will dig deep in to supervised learning through linear regression, specifically two special linear regression model — Lasso and Ridge regression.. As I’m using the term linear, first let’s clarify that linear models are one of … Nettet3. nov. 2024 · Lasso regression. Lasso stands for Least Absolute Shrinkage and Selection Operator. It shrinks the regression coefficients toward zero by penalizing the regression model with a penalty term called L1-norm, which is the sum of the absolute coefficients.. In the case of lasso regression, the penalty has the effect of forcing some …
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